datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
hebrew_lyrics_prompting_finetuneHebrewSentiment
HebrewSentiment
Hebrew sentiment analysis — Positive / Negative / Neutral
Source
Originally sourced from the Hebrew NLP benchmark collection.
Google Drive: https://drive.google.com/drive/folders/1nZVJGF29R_KQjbovOT79Ceai8NIaFZdQ
Files
hebrew_sentiment.jsonl
Usage
from datasets import load_dataset
ds = load_dataset("HebArabNlpProject/HebrewSentiment", token=HF_TOKEN)
Task type
classification
hebrew_library
Description
Export of Sefaria's Hebrew library data. This data represents over version in the library marked as Hebrew.
Schema
Field
Description
text
The text of a single segment in the library. A segment is the smallest chunk of test, usually representing a paragraph.
metadata
Dictionary of metadata. See below for schema.
Metadata Schema
Field
Description
url
URL to this segment in Sefaria
ref
Canonical Ref to this segment. Refs… See the full description on the dataset page: https://huggingface.co/datasets/Sefaria/hebrew_library.hebrew_lyrics_promptingRabbinic-Hebrew-English-Pairs
Rabbinic Hebrew/Aramaic - English Parallel Corpus
A benchmark dataset for evaluating embedding models on Rabbinic Hebrew and Aramaic texts, with parallel English translations sourced from Sefaria.
Dataset Description
This dataset contains 3,708 parallel text pairs spanning diverse Rabbinic literature across multiple centuries and genres. It is designed for evaluating cross-lingual embedding models on their ability to align Hebrew/Aramaic source texts with English… See the full description on the dataset page: https://huggingface.co/datasets/Sefaria/Rabbinic-Hebrew-English-Pairs.hebrew-asr-vn
Hebrew ASR three-source training dataset
Derived from ivrit.ai crowd-transcribe-v5, crowd-recital and knesset-committees.
Original data and transcripts are credited to ivrit.ai and its contributors.
Pinned revisions and preparation rules are in metadata/sources.json and
metadata/preparation-config.json. VoxKnesset is excluded by user decision.
Source/split
Clips
Hours
crowd-recital/test
1,557
1.071
crowd-recital/train
45,372
33.258
crowd-recital/validation
1,033… See the full description on the dataset page: https://huggingface.co/datasets/benderrodriguez/hebrew-asr-vn.English-Hebrew-Mixed-Sentences
English-Hebrew Mixed Sentences Dataset
A dataset of English sentences with Hebrew words and phrases interspersed, designed for speech-to-text training and evaluation for English speakers in Israel.
Overview
This dataset addresses a common challenge for English-speaking immigrants in Israel: standard speech-to-text (STT) systems struggle to accurately transcribe code-switched speech where Hebrew words are mixed into primarily English sentences.
Example: "I need to pick up… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/English-Hebrew-Mixed-Sentences.hebrew-qa
Hebrew Questions and Answers Dataset
Description
This dataset is a comprehensive collection of Hebrew question and answer pairs covering a wide range of topics, derived from multiple reliable sources. It is specifically curated to support research and applications in the field of natural language processing, especially for Hebrew language understanding.
Source
This dataset has been compiled and adapted from the Hebrew Question Answering Dataset repository… See the full description on the dataset page: https://huggingface.co/datasets/yuvalav/hebrew-qa.yam-peleg__Hebrew-Mistral-7B-details
Dataset Card for Evaluation run of yam-peleg/Hebrew-Mistral-7B
Dataset automatically created during the evaluation run of model yam-peleg/Hebrew-Mistral-7B
The dataset is composed of 38 configuration(s), each one corresponding to one of the evaluated task.
The dataset has been created from 2 run(s). Each run can be found as a specific split in each configuration, the split being named using the timestamp of the run.The "train" split is always pointing to the latest results.
An… See the full description on the dataset page: https://huggingface.co/datasets/open-llm-leaderboard/yam-peleg__Hebrew-Mistral-7B-details.hebrew_suffix_verbal_forms
Suffixed Verbal Forms Detection Dataset for Modern Hebrew
Dataset Summary
This dataset contains annotated Hebrew sentences containing verbal forms that are ambiguous as to whether they include a pronominal suffix or not (e.g., the Hebrew word lamed-yod-mem-daled-vav can be understood as either "he taught him" or "they taught"). The goal of the dataset is to support tasks involving the identification and disambiguation of verbs with pronominal suffixes in Hebrew literature… See the full description on the dataset page: https://huggingface.co/datasets/dicta-il/hebrew_suffix_verbal_forms.hebrew_library
Description
Export of Sefaria's Hebrew library data. This data represents over version in the library marked as Hebrew.
Schema
Field
Description
text
The text of a single segment in the library. A segment is the smallest chunk of test, usually representing a paragraph.
metadata
Dictionary of metadata. See below for schema.
Metadata Schema
Field
Description
url
URL to this segment in Sefaria
ref
Canonical Ref to this… See the full description on the dataset page: https://huggingface.co/datasets/DJEAntonio/hebrew_library.hebrewQA-chatmlhebrew-space-restoration-corpus
Restoring Missing Spaces in Scraped Hebrew Social Media
This dataset holds the test corpus used in the 2025 W-Nut paper: Avi Shmidman and Shaltiel Shmidman, "Restoring Missing Spaces in Scraped Hebrew Social Media", The 10th Workshop on Noisy and User-generated Text (W-NUT), 2025.
The corpus consists of ~6,000 Hebrew sentences, sampled from the Hebrew portion of FineWeb-2.
Each row of the dataset contains two fields:
input: The Hebrew sentence with 1-4 spaces randomly removed (see… See the full description on the dataset page: https://huggingface.co/datasets/dicta-il/hebrew-space-restoration-corpus.Hebrew-Paraphrase-DatasetHebrew Paraphrase Dataset
This repository contains a high-quality paraphrase dataset in Hebrew, consisting of 9785 instances.
The dataset includes both paragraph-level (75%) and sentence-level (25%) paraphrases generated with the help of a large language model.
Among these, 300 instances have been manually validated as gold standard examples.
What Is a Paraphrase?
A paraphrase is a restatement of a text using different words and structures while preserving the original meaning.
Dataset… See the full description on the dataset page: https://huggingface.co/datasets/HebArabNlpProject/Hebrew-Paraphrase-Dataset.yam-peleg__Hebrew-Gemma-11B-Instruct-details
Dataset Card for Evaluation run of yam-peleg/Hebrew-Gemma-11B-Instruct
Dataset automatically created during the evaluation run of model yam-peleg/Hebrew-Gemma-11B-Instruct
The dataset is composed of 38 configuration(s), each one corresponding to one of the evaluated task.
The dataset has been created from 1 run(s). Each run can be found as a specific split in each configuration, the split being named using the timestamp of the run.The "train" split is always pointing to the latest… See the full description on the dataset page: https://huggingface.co/datasets/open-llm-leaderboard/yam-peleg__Hebrew-Gemma-11B-Instruct-details.yam-peleg__Hebrew-Mistral-7B-200K-details
Dataset Card for Evaluation run of yam-peleg/Hebrew-Mistral-7B-200K
Dataset automatically created during the evaluation run of model yam-peleg/Hebrew-Mistral-7B-200K
The dataset is composed of 38 configuration(s), each one corresponding to one of the evaluated task.
The dataset has been created from 3 run(s). Each run can be found as a specific split in each configuration, the split being named using the timestamp of the run.The "train" split is always pointing to the latest… See the full description on the dataset page: https://huggingface.co/datasets/open-llm-leaderboard/yam-peleg__Hebrew-Mistral-7B-200K-details.hebrew-wiki-entitieshebrew-translated-to-polished-english